D
Dongyu Meng
Researcher at ShanghaiTech University
Publications - 3
Citations - 1137
Dongyu Meng is an academic researcher from ShanghaiTech University. The author has contributed to research in topics: Magnet & Plug-in. The author has an hindex of 3, co-authored 3 publications receiving 927 citations.
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Proceedings ArticleDOI
MagNet: A Two-Pronged Defense against Adversarial Examples
Dongyu Meng,Hao Chen +1 more
TL;DR: MagNet, a framework for defending neural network classifiers against adversarial examples, is proposed and it is shown empirically that MagNet is effective against the most advanced state-of-the-art attacks in blackbox and graybox scenarios without sacrificing false positive rate on normal examples.
Posted Content
MagNet: a Two-Pronged Defense against Adversarial Examples
Dongyu Meng,Hao Chen +1 more
TL;DR: MagNet as discussed by the authors is a framework for defending neural network classifiers against adversarial examples, which includes one or more separate detector networks and a reformer network, which can be used to differentiate between normal and adversarial instances by approximating the manifold of normal examples.
Proceedings ArticleDOI
Evaluating private modes in desktop and mobile browsers and their resistance to fingerprinting
Yuanyi Wu,Dongyu Meng,Hao Chen +2 more
TL;DR: This work proposes an attack that estimates the true configuration based on statistical methods and demonstrated that this attack was easy and effective and showed that randomizing configuration reports is insecure.